IMDEA Networks
Publications
Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SYMBXRL (Demo)
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. Mayo 2025
A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks
Serly Moghadas, Claudio Fiandrino, Joerg Widmer
IEEE International Conference on Machine Learning for Communication and Networking. Barcelona, Spain. Mayo 2025
CHRONOPROF: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Mayo 2025
Ph.D. Forum: Explainable AI for Time Series Analysis in 5G/6G Operations (Other)
Pablo Fernández, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. Mayo 2025
Demo: Explaining Time Series Interactively with CHRONOPROF (Demo)
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. Mayo 2025
How mature is 5G deployment? A cross-sectional, year-long study of 5G uplink performance
Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Xueting Yeng, Sumit Hawal, Shirui Huang, Ameya Rane, Yin Wang, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C Aguiar, Ozgu Alay, Carla Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
Computer Communications. 10.1016/j.comcom.2025.108153. Elsevier. Abril 2025
XAI for Network Management
Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer
Elsevier. ISBN: 978-0-443-29135-7. Abril 2025
AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks
Pablo Fernández, Claudio Fiandrino, Eloy Perez Gomez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. 10.1109/TMC.2025.3554035. IEEE. Marzo 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
Serly Moghadas, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. Enero 2025
Demystifying Resource Allocation Policies in Operational 5G mmWave Networks
Phuc Dinh, Moinak Ghoshal, Yunmeng Han, Yufei Feng, Dimitrios Koutsonikolas, Joerg Widmer
IEEE/ACM Transactions on Networking. IEEE/ACM. Enero 2025
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